Source code for cowidev.hosp.sources.russia
import json
import pandas as pd
from cowidev.utils.clean import clean_date_series
from cowidev.utils.web import get_soup
METADATA = {
"source_url_ref": "https://стопкоронавирус.рф/information/",
"source_name": "Government of Russia",
"entity": "Russia",
}
[docs]def main():
soup = get_soup(METADATA["source_url_ref"])
records = json.loads(soup.find("cv-stats-virus")[":charts-data"])
df = (
pd.DataFrame.from_records(records, columns=["date", "hospitalized"])
.rename(columns={"hospitalized": "value"})
.assign(entity=METADATA["entity"], indicator="Weekly new hospital admissions")
)
df["date"] = clean_date_series(df.date, "%d.%m.%Y")
df = df[df.value > 0].sort_values("date")
df["value"] = df.value.rolling(7).sum()
df = df.dropna(subset=["value"])
return df, METADATA
if __name__ == "__main__":
main()